{"id":"W3096676736","doi":"10.1016/j.jtho.2020.10.020","title":"American Radium Society Appropriate Use Criteria: Radiation Therapy for Limited-Stage SCLC 2020","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"Takeda Pharmaceuticals U.S.A.; RefleXion Medical; American Radium Society; Varian Medical Systems; GlaxoSmithKline; Genentech; Philips; Aptitude Health; Australian Carbon Innovation; Bristol-Myers Squibb; AstraZeneca; Boehringer Ingelheim","keywords":"Medicine; Radium; Stage (stratigraphy); Radiation therapy; Radiation oncology; Medical physics; Oncology; Internal medicine; Radiochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007751327,0.0001688664,0.0008075903,0.00006133253,0.0001051453,0.00004144894,0.0001796794,0.0001053803,0.00007116811],"category_scores_gemma":[0.0009492996,0.0001252145,0.000400467,0.0003535373,0.0002333355,0.0002344723,0.00005869849,0.0005358941,0.000006479999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004979994,"about_ca_system_score_gemma":0.000704844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001990912,"about_ca_topic_score_gemma":0.000003824533,"domain_scores_codex":[0.9982784,0.0002212737,0.0005476458,0.0002219856,0.0003799563,0.000350677],"domain_scores_gemma":[0.9979483,0.0004320961,0.0005807635,0.0001535803,0.0005502003,0.0003349982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02088802,0.0005281841,0.006023237,0.0004333793,0.001835341,0.0002818335,0.006409788,0.00005701536,0.04006435,0.00001768779,0.2462827,0.6771784],"study_design_scores_gemma":[0.005176833,0.01893508,0.02361226,0.0000775502,0.0004037256,0.0001948985,0.001920497,0.003638599,0.007219105,0.00006023383,0.9385238,0.0002374697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8242077,0.002998555,0.005498492,0.1650335,0.0007991422,0.001139689,0.00005484264,0.00004959355,0.0002185007],"genre_scores_gemma":[0.9128146,0.01279912,0.04725532,0.02024083,0.005786743,0.00007032905,0.00002436156,0.00008503615,0.0009236958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6922411,"threshold_uncertainty_score":0.5106101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0771952621113736,"score_gpt":0.4778853603075405,"score_spread":0.4006900981961669,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}